{
  "kind": "answer",
  "studySlug": "anatomy-of-an-ai-citation",
  "slug": "do-the-most-cited-pages-look-more-structured-than-the-average-web-page",
  "title": "Do the most-cited pages look more structured than the average web page?",
  "description": "Yes. They are much more likely to use schema, canonical tags, Open Graph tags, and long-form content than the average page on the web.",
  "lastUpdated": "2026-03-30",
  "lastTested": "2026-03-30",
  "sourceStudyUrl": "/trakkr-research/anatomy-of-an-ai-citation",
  "sourceStudyTitle": "The Anatomy of an AI Citation",
  "claimIds": [
    "anatomy-of-an-ai-citation:schema-rate",
    "anatomy-of-an-ai-citation:canonical-rate",
    "anatomy-of-an-ai-citation:og-rate",
    "anatomy-of-an-ai-citation:word-count"
  ],
  "relatedSlugs": [
    "answer:does-authorship-look-important-on-cited-pages",
    "answer:are-canonical-and-open-graph-tags-common-on-cited-pages",
    "fact:average-word-count-of-cited-pages-is-over-two-thousand-words",
    "tracker:cited-page-traits-tracker"
  ],
  "methodologySummary": "Built from 1,465 AI-cited pages across 950 domains, using 28,033 citation opportunities and page-level crawl analysis.",
  "limitations": [
    "Most findings are correlational. Overrepresented traits are not the same as proven causal lifts.",
    "Some subgroups, especially FAQ Schema + FAQ Content, are relatively small and should be read carefully.",
    "The study looks at cited pages rather than all uncited pages in the open web, so it is best used as a benchmark profile."
  ],
  "keywords": [
    "AI cited pages",
    "schema markup AI",
    "FAQ schema",
    "citability",
    "structured cited pages",
    "traits of AI cited pages"
  ],
  "schemaHints": {
    "pageType": "Article",
    "includeDataset": true
  },
  "question": "Do the most-cited pages look more structured than the average web page?",
  "directAnswer": "Yes. Highly cited pages are much more likely to use schema markup, canonical tags, Open Graph tags, and long-form content than the average web page.",
  "answerSummary": "Cited pages function as deliberate publishing assets rather than lightly formatted landing pages, requiring specific technical and structural elements to maximize machine readability.",
  "keyFacts": [
    {
      "label": "Pages with schema",
      "value": "67.8%",
      "detail": "Share of cited pages with schema markup.",
      "claimId": "anatomy-of-an-ai-citation:schema-rate"
    },
    {
      "label": "Canonical tag rate",
      "value": "91.4%",
      "detail": "Share of cited pages with a canonical tag.",
      "claimId": "anatomy-of-an-ai-citation:canonical-rate"
    },
    {
      "label": "OG tag rate",
      "value": "89.2%",
      "detail": "Share of cited pages with Open Graph tags.",
      "claimId": "anatomy-of-an-ai-citation:og-rate"
    },
    {
      "label": "Average word count",
      "value": "2,289.6",
      "detail": "Average word count of cited pages.",
      "claimId": "anatomy-of-an-ai-citation:word-count"
    }
  ],
  "evidenceTable": [
    {
      "label": "Pages with schema",
      "value": "67.8%",
      "note": "Share of cited pages with schema markup."
    },
    {
      "label": "Canonical tag rate",
      "value": "91.4%",
      "note": "Share of cited pages with a canonical tag."
    },
    {
      "label": "OG tag rate",
      "value": "89.2%",
      "note": "Share of cited pages with Open Graph tags."
    },
    {
      "label": "Average word count",
      "value": "2,289.6",
      "note": "Average word count of cited pages."
    }
  ],
  "whyItMatters": "Operators must prioritize technical SEO elements and content density when allocating resources for page refreshes, as structural completeness directly correlates with citation frequency.",
  "whatToDo": [
    "Make answer pages denser, more structured, and explicit about authorship and freshness.",
    "Implement schema markup to improve machine readability without treating it as a substitute for strong content.",
    "Design pages to be extractable using concise answers, tables, lists, authors, and clearly marked evidence."
  ],
  "faqs": [
    {
      "question": "What percentage of cited pages use schema markup?",
      "answer": "According to the study, 67.8% of cited pages utilize schema markup."
    },
    {
      "question": "How common are canonical and Open Graph tags on these pages?",
      "answer": "The canonical tag rate is 91.4%, and the Open Graph tag rate is 89.2% among cited pages."
    },
    {
      "question": "What is the average word count for a highly cited page?",
      "answer": "The average word count of cited pages is 2,289.6 words."
    }
  ]
}